7 instantiations of ExperimentResult
Microsoft.ML.AutoML (7)
API\BinaryClassificationExperiment.cs (2)
209
var result = new
ExperimentResult
<BinaryClassificationMetrics>(runDetails, bestRun);
242
var result = new
ExperimentResult
<BinaryClassificationMetrics>(runDetails, bestRun);
API\ExperimentBase.cs (1)
354
var experimentResult = new
ExperimentResult
<TMetrics>(runDetails, bestRun);
API\MulticlassClassificationExperiment.cs (2)
195
var result = new
ExperimentResult
<MulticlassClassificationMetrics>(runDetails, bestRun);
230
var result = new
ExperimentResult
<MulticlassClassificationMetrics>(runDetails, bestRun);
API\RegressionExperiment.cs (2)
183
var result = new
ExperimentResult
<RegressionMetrics>(runDetails, bestRun);
224
var result = new
ExperimentResult
<RegressionMetrics>(runDetails, bestRun);
45 references to ExperimentResult
Microsoft.ML.AutoML (26)
API\BinaryClassificationExperiment.cs (6)
164
public override
ExperimentResult
<BinaryClassificationMetrics> Execute(IDataView trainData, ColumnInformation columnInformation, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<BinaryClassificationMetrics>> progressHandler = null)
209
var
result = new ExperimentResult<BinaryClassificationMetrics>(runDetails, bestRun);
214
public override
ExperimentResult
<BinaryClassificationMetrics> Execute(IDataView trainData, IDataView validationData, ColumnInformation columnInformation, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<BinaryClassificationMetrics>> progressHandler = null)
242
var
result = new ExperimentResult<BinaryClassificationMetrics>(runDetails, bestRun);
247
public override
ExperimentResult
<BinaryClassificationMetrics> Execute(IDataView trainData, IDataView validationData, string labelColumnName = "Label", IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<BinaryClassificationMetrics>> progressHandler = null)
257
public override
ExperimentResult
<BinaryClassificationMetrics> Execute(IDataView trainData, string labelColumnName = "Label", string samplingKeyColumn = null, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<BinaryClassificationMetrics>> progressHandler = null)
API\ExperimentBase.cs (8)
67
public virtual
ExperimentResult
<TMetrics> Execute(IDataView trainData, string labelColumnName = DefaultColumnNames.Label,
109
public virtual
ExperimentResult
<TMetrics> Execute(IDataView trainData, ColumnInformation columnInformation,
159
public virtual
ExperimentResult
<TMetrics> Execute(IDataView trainData, IDataView validationData, string labelColumnName = DefaultColumnNames.Label, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<TMetrics>> progressHandler = null)
187
public virtual
ExperimentResult
<TMetrics> Execute(IDataView trainData, IDataView validationData,
272
private
ExperimentResult
<TMetrics> ExecuteTrainValidate(IDataView trainData,
323
private
ExperimentResult
<TMetrics> ExecuteCrossValSummary(IDataView[] trainDatasets,
342
private
ExperimentResult
<TMetrics> Execute(ColumnInformation columnInfo,
354
var
experimentResult = new ExperimentResult<TMetrics>(runDetails, bestRun);
API\MulticlassClassificationExperiment.cs (6)
148
public override
ExperimentResult
<MulticlassClassificationMetrics> Execute(IDataView trainData, ColumnInformation columnInformation, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<MulticlassClassificationMetrics>> progressHandler = null)
195
var
result = new ExperimentResult<MulticlassClassificationMetrics>(runDetails, bestRun);
199
public override
ExperimentResult
<MulticlassClassificationMetrics> Execute(IDataView trainData, IDataView validationData, ColumnInformation columnInformation, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<MulticlassClassificationMetrics>> progressHandler = null)
230
var
result = new ExperimentResult<MulticlassClassificationMetrics>(runDetails, bestRun);
235
public override
ExperimentResult
<MulticlassClassificationMetrics> Execute(IDataView trainData, IDataView validationData, string labelColumnName = "Label", IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<MulticlassClassificationMetrics>> progressHandler = null)
245
public override
ExperimentResult
<MulticlassClassificationMetrics> Execute(IDataView trainData, string labelColumnName = "Label", string samplingKeyColumn = null, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<MulticlassClassificationMetrics>> progressHandler = null)
API\RegressionExperiment.cs (6)
145
public override
ExperimentResult
<RegressionMetrics> Execute(IDataView trainData, ColumnInformation columnInformation, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<RegressionMetrics>> progressHandler = null)
183
var
result = new ExperimentResult<RegressionMetrics>(runDetails, bestRun);
194
public override
ExperimentResult
<RegressionMetrics> Execute(IDataView trainData, IDataView validationData, ColumnInformation columnInformation, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<RegressionMetrics>> progressHandler = null)
224
var
result = new ExperimentResult<RegressionMetrics>(runDetails, bestRun);
229
public override
ExperimentResult
<RegressionMetrics> Execute(IDataView trainData, IDataView validationData, string labelColumnName = "Label", IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<RegressionMetrics>> progressHandler = null)
239
public override
ExperimentResult
<RegressionMetrics> Execute(IDataView trainData, string labelColumnName = "Label", string samplingKeyColumn = null, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<RegressionMetrics>> progressHandler = null)
Microsoft.ML.AutoML.Samples (5)
AutoFit\BinaryClassificationExperiment.cs (1)
26
ExperimentResult
<BinaryClassificationMetrics> experimentResult = mlContext.Auto()
AutoFit\MulticlassClassificationExperiment.cs (1)
27
ExperimentResult
<MulticlassClassificationMetrics> experimentResult = mlContext.Auto()
AutoFit\RankingExperiment.cs (1)
30
ExperimentResult
<RankingMetrics> experimentResult = mlContext.Auto()
AutoFit\RecommendationExperiment.cs (1)
33
ExperimentResult
<RegressionMetrics> experimentResult = mlContext.Auto()
AutoFit\RegressionExperiment.cs (1)
27
ExperimentResult
<RegressionMetrics> experimentResult = mlContext.Auto()
Microsoft.ML.AutoML.Tests (14)
AutoFitTests.cs (11)
58
var
result = context.Auto()
85
var
result = context.Auto()
112
var
result = context.Auto()
171
var
result = context.Auto()
232
var
result = context.Auto()
316
var
result = context.Auto()
346
var
result = context.Auto()
398
var
result = context.Auto()
432
ExperimentResult
<RankingMetrics>[] experimentResults =
530
ExperimentResult
<RegressionMetrics> experimentResult = mlContext.Auto()
653
var
experiment = context.Auto()
Utils\TaskAgnosticAutoFit.cs (3)
62
var
classificationResult = _context.Auto()
84
var
regressionResult = _context.Auto()
106
var
recommendationResult = _context.Auto()